Table Of ContentWen-Chih Peng · Haixun Wang
James Bailey · Vincent S. Tseng
Tu Bao Ho · Zhi-Hua Zhou
Arbee L.P. Chen (Eds.)
Trends and Applications
3
4 in Knowledge Discovery
6
8
I
A and Data Mining
N
L
PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC,
CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA
Tainan, Taiwan, May 13–16, 2014
Revised Selected Papers
123
Lecture Notes in Artificial Intelligence 8643
Subseries of Lecture Notes in Computer Science
LNAI Series Editors
Randy Goebel
University of Alberta, Edmonton, Canada
Yuzuru Tanaka
Hokkaido University, Sapporo, Japan
Wolfgang Wahlster
DFKI and Saarland University, Saarbrücken, Germany
LNAI Founding Series Editor
Joerg Siekmann
DFKI and Saarland University, Saarbrücken, Germany
More information about this series at http://www.springer.com/series/1244
Wen-Chih Peng Haixun Wang
(cid:129)
James Bailey Vincent S. Tseng
(cid:129)
Tu Bao Ho Zhi-Hua Zhou
(cid:129)
Arbee L.P. Chen (Eds.)
Trends and Applications
in Knowledge Discovery
and Data Mining
PAKDD 2014 International Workshops:
DANTH, BDM, MobiSocial, BigEC, CloudSD,
MSMV-MBI, SDA, DMDA-Health, ALSIP,
SocNet, DMBIH, BigPMA
–
Tainan, Taiwan, May 13 16, 2014
Revised Selected Papers
123
Editors
Wen-ChihPeng TuBaoHo
National ChiaoTungUniversity JapanAdvanced InstituteofScience
Hsinchu and Technology
Taiwan NomiCity
Japan
Haixun Wang
Google Research Zhi-Hua Zhou
Mountain View, CA NanjingUniversity
USA Nanjing
China
James Bailey
Universityof Melbourne Arbee L.P.Chen
Melbourne,VIC National ChengchiUniversity
Australia Taipei
Taiwan
Vincent S. Tseng
National ChengKungUniversity
Tainan
Taiwan
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin ArtificialIntelligence
ISBN 978-3-319-13185-6 ISBN 978-3-319-13186-3 (eBook)
DOI 10.1007/978-3-319-13186-3
LibraryofCongressControlNumber:2014956860
LNCSSublibrary:SL7–ArtificialIntelligence
SpringerChamHeidelbergNewYorkDordrechtLondon
©SpringerInternationalPublishingSwitzerland2014
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Preface
This volume contains papers presented at PAKDD Workshops 2014 in conjunction
with the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining
(PAKDD) held onMay 13,2014inTainan, Taiwan.PAKDDhasestablished itself as
thepremiereventfordataminingresearchersinthePacific-Asiaregion.PAKDD2014
has 13 workshops and these workshops are Data Analytics for Targeted Healthcare
(DANTH), Data Mining and Decision Analytics for Public Health and Wellness
(DMDA-Health),Biologically Inspired DataMiningTechniques(BDM),Mobile Data
Management, Mining, and Computing on Social Networks (MobiSocial), Big Data
Science and Engineering on E-Commerce (BigEC), Cloud Service Discovery
(CloudSD),MobileSensing,MiningandVisualizationforHumanBehaviorInferences
(MSMV-HBI),ScalableDatsAnalytics:TheoryandAlgorithms(SDA),Algorithmsfor
Large-ScaleInformationProcessinginKnowledgeDiscovery(ALSIP),DataMiningin
Social Networks (SocNet), Data Mining in Biomedical informatics and Healthcare
(DMBIH), Pattern Mining and Application of Big Data (BigPMA), and Pacific Asia
WorkshoponIntelligenceandSecurityInformatics(PAISI).Thisvolumecollectedthe
revised papers from the first 12 workshops. The papers of PAISI are included in a
separate proceeding.
ThetotalnumberofsubmissionsforPAKDD2014workshopswas179.Allpapers
were reviewed by at least two reviewers. Among 179 paper submissions, only 73
papers were accepted for presentation, and their revised versions are collected in this
volume. The acceptance rate was approximately 40.78 %. The general quality of
submissions was high and the competition was tough. The workshops would not be
successful without the support of authors, reviewers, and organizers. We thank the
manyauthorsforsubmittingtheirresearchpaperstothePAKDDworkshops.Wethank
thesuccessfulauthorswhosepapersarepublishedinthisvolumefortheircollaboration
in paper revision. We appreciate all Program Committee members for their timely
reviews working to a tight schedule. We also thank members of the organization
committees for organizing paper submission, reviewing, discussion, feedback, and the
final submission. We appreciate the professional service provided by the Springer
LNCS editorial and publishing teams, and Miss Anna Kramer’s assistance.
June 2014 Wen-Chih Peng
Haixun Wang
James Bailey
Vincent S. Tseng
Tu Bao Ho
Zhi-Hua Zhou
Arbee L.P. Chen
Organization
PAKDD Conference Chairs
Zhi-Hua Zhou Nanjing University, China
Arbee L.P. Chen National Chengchi University, Taiwan
Workshop Chairs
Wen-Chih Peng National Chiao Tung University, Taiwan
Haixun Wang Google Inc., USA
James Bailey University of Melbourne, Australia
DANTH Chairs
Osmar Zaïane University of Alberta, Canada
Dajun (Daniel) Zeng Chinese Academy of Sciences, China
and University of Arizona, USA
Ji Zhang University of Southern Queensland, Australia
Guandong Xu University of Technology, Sydney, Australia
Xiaohui Tao University of Southern Queensland, Australia
Yidong Li Beijing Jiaotong University, China
BDM Chairs
Nik Kasabov AUT University, New Zealand
Shafiq Alam Burki University of Auckland, New Zealand
Gillian Dobbie University of Auckland, New Zealand
Yun Sing Koh University of Auckland, New Zealand
MobiSocial Chairs
De-Nian Yang Academia Sinica, Taiwan
Wang-Chien Lee Pennsylvania State University, USA
VIII Organization
BigEC Chairs
Chih-Chieh Hung Rakuten Inc., Japan
Jie Tang Tsinghua University, China
Yi Chang Yahoo! Labs, USA
CloudSD Chairs
Jian Wu Zhejiang University, China
Zibin Zheng The Chinese University of Hong Kong,
Hong Kong
Liang Chen Zhejiang University, China
Qi Yu Rochester Institute of Technology, USA
MSMV-MBI Chairs
Edward Y. Chang HTC Corporation, Taiwan
Fang-Jing Wu Institute for Infocomm Research (I2R),
Agency for Science, Technology
and Research (A*STAR), Singapore
Zhenhui Jessie Li Pennsylvania State University, USA
SDA Chairs
Jun Huan University of Kansas, USA
Irwin King The Chinese University of Hong Kong,
Hong Kong
Michael R. Lyu The Chinese University of Hong Kong,
Hong Kong
Haiqin Yang The Chinese University of Hong Kong,
Hong Kong
DMDA-Health Chairs
Benyun Shi Hong Kong Baptist University, Hong Kong
Kwok-Wai William Cheung Hong Kong Baptist University, Hong Kong
Jiming Liu Hong Kong Baptist University, Hong Kong
Organization IX
ALSIP Chairs
Koji Tsuda AIST, Japan
Rajeev Raman University of Leicester, UK
Shin-ichi Minato Hokkaido University, Japan
Koji Tsuda AIST, Japan
SocNet Chairs
Wookey Lee Inha University, South Korea
Carson Leung University of Manitoba, Canada
Cheng-Te Li National Taiwan University, Taiwan
Ee-Peng Lim Singapore Management University, Singapore
Guandong Xu University of Technology, Sydney, Australia
DMBIH Chairs
Qian Zhu Mayo Clinic, USA
Yuji Zhang Mayo Clinic, USA
Hongfang Liu Mayo Clinic, USA
Michael Lajiness Eli Lilly and Company, USA
BigPMA Chairs
Keith C.C. Chan Hong Kong Polytechnic University, Hong Kong
Jiun-Long Huang National Chiao Tung University, Taiwan
Yi-Cheng Chen Tamkang University, Taiwan
Combined Program Committee
Adam Dunn University of New South Wales, Australia
Aiello Marco University of Groningen, The Netherlands
Alejandro Lopez Ortiz University of Waterloo, Canada
Alexander Lazovik University of Groningen, The Netherlands
Alexander S. Gutfraind University of Illinois at Chicago, USA
Aman Kansal Microsoft Research, USA
Bagheri Ebrahim Ryerson University, Canada
Bai Zhang Johns Hopkins University, USA
Benjamin C.M. Fung McGill University, Canada
Bin Guo Northwestern Polytechnical University, China
Bo Zhao Microsoft Research, USA
Bolin Ding Microsoft Research, USA
X Organization
Bouguettaya Athman RMIT, Australia
Buqing Cao Hunan University of Science and Technology,
China
Chen Chen Google Inc., USA
Cheng-Te Li National Taiwan University, Taiwan
Chiara Renso National Research Council (CNR), ISTI Institute
in Pisa, Italy
Chih-Chieh Hung Rakuten Inc., Japan
Chih-Hua Tai National Taipei University, Taiwan
Christian Guttmann IBM Research, Australia
Christopher Chute Mayo Clinic, USA
Christos Efstratiou University of Kent, UK
Chu-Cheng Hsieh E-Bay Inc., USA
Cui Tao University of Texas Health Science Center
at Houston, USA
Dai Bing Tian Singapore Management University, Singapore
David Buckeridge McGill University, Canada
David Taniar Monash University, Australia
David Wild Indiana University, USA
Demetris Zeinalipour University of Cyprus, Cyprus
Dimitrios Lymberopoulos Microsoft Research, USA
Dingcheng Li Mayo Clinic, USA
Dou Shen Baidu Inc., China
Emilio Corchado University of Burgos, Spain
Eric Gifford Merck, USA
Erol Gelenbe Imperial College London, UK
Fang-Jing Wu Agency for Science, Technology and Research
(A*STAR), Singapore
Fatos Xhafa Universitat Politécnica de Catalunya, Spain
Feng Chen Carnegie Mellon University, USA
Fengjun Li University of Kansas, USA
Francisco Pereira Singapore-MIT Alliance for Research
and Technology, Singapore
Ganesh Kumar Missouri University of Science and Technology,
Venayagamoorthy USA
George Zhou University of Wollongong, Australia
Giuseppe Ottaviano University of Pisa and ISTI-CNR, Italy
Goce Trajcevski Northwestern University, USA
Gordon Sun Microsoft STC, China
Guanling Chen University of Massachusetts Lowell, USA
Guanling Lee National Dong Hwa University, Taiwan
Habtom W. Ressom Georgetown University, USA
Hai Jin HUST, China
Han-Wei Shen Ohio State University, USA
Hiroki Arimura Hokkaido University, Japan
Hongbo Deng Yahoo! Labs, USA
